The following is the tentative outline of a two day workshop that will be held in Guangxi University (GXU) from November 02-03 2021.The purpose of this workshop is to get participants familiar with the concept of repreducible science that is surprisingly not commonly taught but which is becoming a requirement for better collaboration (not only with others but with oneself through time) and for credible science. At the end of this workshop, attendees should be familiar with tools use to achieve reproducible science, will be more confident with themselves, and be inclined to adopt these tools which will ease their collaboration with themselves as well as others. This course consists of four main parts which aim to putting everything from data to final report including r code and some interpretations and also exercises as step by step work me through method. This course will be mainly taught by Wang Xiaoyin. click here to email me. Wang Xiaoyin teaches this section yearly at the postgraduate Advanced Fieldcourse in Ecology and Conservation – GXU for the past two years.